{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础饼图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.2\n",
      "1.2.0\n",
      "1.19.2\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['STHeiti']  #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.2\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.2\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础饼图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#-*- coding: utf-8 -*-\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(9,8),dpi = 100) \n",
    "sizes = [150,250,300,60] \n",
    "patches,text= plt.pie(sizes)\n",
    "plt.title(\"基础饼图\",fontsize = 20)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "上图为最基本的Matplotlib饼图绘制，有关plt.pie其他参数说明如下：\n",
    "\n",
    ">matplotlib.pyplot.pie(x, explode=None, labels=None, colors=None, autopct=None, pctdistance=0.6, shadow=False, labeldistance=1.1, startangle=None, radius=None, counterclock=True, wedgeprops=None, textprops=None, center=(0, 0), frame=False, rotatelabels=False, *, data=None)\n",
    "\n",
    "- x: array, 代表了每部分的值。每个标签占多大，会自动去算百分比。\n",
    "- explode: list, 将某一块分割出来；例如[0,0,0.5,0] 将第四块分割出来且数值越大分割出来越大\n",
    "- label: list, 每一部分标签\n",
    "- colors: array-like, 使用颜色。详见色卡rgb\n",
    "- autopct: 百分比精确到小数点末尾\n",
    "- pctdistance: 数值距圆心半径倍数距离\n",
    "- shadow: 饼图阴影的大小\n",
    "- labeldistance: 标签的距离\n",
    "- startangle: 第一块楔形开始的角度\n",
    "- radius: 饼图的半径\n",
    "- counterlock: 画图方向\n",
    "- wedgeprops: 传递给楔形对象的楔形对象的参数字典。\n",
    "- textprops: 传递给文本对象的参数字典。\n",
    "- center: 图表的中心位置\n",
    "- frame: True则图表绘制轴框架\n",
    "- rotatelabels: True则每个标签旋转到相应切片的角度\n",
    "\n",
    "Returns:\n",
    "\n",
    "- patches : list, patches饼图的返回值\n",
    "\n",
    "- texts : list, 饼图外label的文本\n",
    "\n",
    "- autotexts : list, 饼图内部的文本返回值\n",
    "\n",
    "下面我们将稍微添加/修改部分参数，制作其他样式的基本饼图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础饼图 - 修改颜色和增加标签、数值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#-*- coding: utf-8 -*-\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(8,9),dpi = 100) \n",
    "labels = ['A','B','C','D'] \n",
    "sizes = [150,250,300,60] \n",
    "colors = ['#B0C4DE','#ADD8E6','#87CEFA','#4682B4'] #每块颜色定义\n",
    "patches,l_text,p_text = plt.pie(sizes,\n",
    "                      labels=labels,\n",
    "                      colors=colors,\n",
    "                      autopct = '%3.2f%%', #数值保留固定小数位\n",
    "                      startangle = 90, #逆时针起始角度设置\n",
    "                      pctdistance = 0.5       \n",
    "                      ) #数值距圆心半径倍数距离\n",
    "\n",
    "# 修改标签内数值和字体的大小\n",
    "for t in l_text:\n",
    "    t.set_size(30)\n",
    "for t in p_text:\n",
    "    t.set_size(17)\n",
    "\n",
    "plt.title(\"基础饼图 - 修改颜色和增加标签、数值\",fontsize = 25) \n",
    "plt.axis('equal')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础饼图 - 修改增加阴影、分割块和图例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#-*- coding: utf-8 -*-\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(8,9),dpi = 100) \n",
    "labels = ['A','B','C','D'] \n",
    "sizes = [150,250,300,60] \n",
    "colors = ['#FE4365','#FC9D9A','#F9CDAD','#C8C8A9']\n",
    "explode = (0,0,0.1,0) #分割出来第三部分\n",
    "patches,l_text,p_text = plt.pie(sizes,\n",
    "                      explode=explode,\n",
    "                      labels=labels,\n",
    "                      colors=colors,\n",
    "                      autopct = '%3.2f%%', \n",
    "                      shadow = True, #设置阴影设置\n",
    "                      startangle = 90,\n",
    "                      pctdistance = 0.5       \n",
    "                      )\n",
    "\n",
    "plt.legend(patches, labels,\n",
    "          loc=\"center left\",\n",
    "          bbox_to_anchor=(1, 0.2, 1, 1),\n",
    "          fontsize=20)\n",
    "\n",
    "for t in l_text:\n",
    "    t.set_size(30)\n",
    "for t in p_text:\n",
    "    t.set_size(17)\n",
    "\n",
    "plt.title(\"基础饼图 - 修改增加阴影、分割块和图例\",fontsize = 25) \n",
    "plt.axis('equal')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
